July 2001
Intermediate to advanced
576 pages
27h 16m
English
Content preview from Creative Evolutionary Systems
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An Introduction
to
Creative Evolutionary Systems
1.16
FIGURE
(a)
i
(b)
(a) Optimization of fixed parameterization versus (b) component-based
exploration.
A Framework for Creative Evolution
From this investigation of creative evolutionary systems, we can construct a
framework that contains five elements (see Figure 1.17):
9 An evolutionary algorithm
9 A genetic representation
9 An embryogeny using components
9 A phenotype representation
9 Fitness function(s) and/or processing of user input
To summarize, a creative evolutionary system requires some kind of evolu-
tionary algorithm to generate new solutions.
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